Ollama vs llama.cpp for local inference
Developers and homelab operators deciding how to run local models.
Criteria
- Choose the interface and operations model before chasing benchmark claims.
- Track API compatibility, model format support, hardware backend, and update cadence.
- Keep benchmark statements tied to measured hardware and model settings.
Limitations
Model quality and speed claims age quickly. Treat this as an operations guide, not a leaderboard.
Primary sources
Sponsorship and affiliate disclosure
No paid placement or affiliate compensation is attached to this guide unless a future update clearly labels it here.